Cover Image

Characterizing Brazilian Atlantic Forest Restoration Outcomes with Geospatial AlphaEarth Embeddings

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Heiman, Alice
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Inferring Height from Earth Embeddings: First insights using Google AlphaEarth
by: Hamoudzadeh, Alireza, et al.
Published: (2026)

Scalable Geospatial Data Generation Using AlphaEarth Foundations Model
by: Houriez, Luc, et al.
Published: (2025)

From Landslide Conditioning Factors to Satellite Embeddings: Evaluating the Utilisation of Google AlphaEarth for Landslide Susceptibility Mapping using Deep Learning
by: Cheng, Yusen, et al.
Published: (2026)

Mapping Tomato Cropping Systems in California Using AlphaEarth Geospatial Embeddings and Deep Learning Analysis
by: Narimani, Mohammadreza, et al.
Published: (2026)

AlphaEarth Satellite Embeddings for Modelling Climate Sensitive Diseases Towards Global Health Resilience
by: Nazir, Usman, et al.
Published: (2026)

Slum Detection and Density Mapping with AlphaEarth Foundations: A Representation Learning Evaluation Across 12 Global Cities
by: Hou, Shuyang, et al.
Published: (2026)

AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
by: Brown, Christopher F., et al.
Published: (2025)

Deep Learning-Based Burned Area Mapping Using Bi-Temporal Siamese Networks and AlphaEarth Foundation Datasets
by: Seydi, Seyd Teymoor
Published: (2025)

Cropland Mapping using Geospatial Embeddings
by: Zvonkov, Ivan, et al.
Published: (2025)

Geospatial Foundational Embedder: Top-1 Winning Solution on EarthVision Embed2Scale Challenge (CVPR 2025)
by: Xu, Zirui, et al.
Published: (2025)

Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation
by: Hu, Xiaoxing, et al.
Published: (2025)

OmniEarth: A Benchmark for Evaluating Vision-Language Models in Geospatial Tasks
by: Fu, Ronghao, et al.
Published: (2026)

OpenEarthAgent: A Unified Framework for Tool-Augmented Geospatial Agents
by: Shabbir, Akashah, et al.
Published: (2026)

SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model
by: Li, Kaiyu, et al.
Published: (2025)

ZoomEarth: Active Perception for Ultra-High-Resolution Geospatial Vision-Language Tasks
by: Liu, Ruixun, et al.
Published: (2025)

FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models
by: Heiman, Alice, et al.
Published: (2024)

Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection
by: Thoreau, Romain, et al.
Published: (2025)

Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI
by: Dionelis, Nikolaos, et al.
Published: (2024)

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation
by: Gong, Ziyang, et al.
Published: (2024)

Characterizing AlphaEarth Embedding Geometry for Agentic Environmental Reasoning
by: Rahman, Mashrekur, et al.
Published: (2026)

Structure-Semantic Decoupled Modulation of Global Geospatial Embeddings for High-Resolution Remote Sensing Mapping
by: Lyu, Jienan, et al.
Published: (2026)

CrossEarth-SAR: A SAR-Centric and Billion-Scale Geospatial Foundation Model for Domain Generalizable Semantic Segmentation
by: Ye, Ziqi, et al.
Published: (2026)

Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?
by: Jia, Yuru, et al.
Published: (2025)

Towards Unified Vision Language Models for Forest Ecological Analysis in Earth Observation
by: Xue, Xizhe, et al.
Published: (2025)

UNIGEOCLIP: Unified Geospatial Contrastive Learning
by: Astruc, Guillaume, et al.
Published: (2026)

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding
by: Gu, Yubin, et al.
Published: (2024)

Assessing the Effectiveness of Deep Embeddings for Tree Species Classification in the Dutch Forest Inventory
by: Ishikawa, Takayuki, et al.
Published: (2025)

Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring
by: Li, Sizhuo, et al.
Published: (2024)

RemoteZero: Geospatial Reasoning with Zero Human Annotations
by: Yao, Liang, et al.
Published: (2026)

Performance Evaluation of Geospatial Images based on Zarr and Tiff
by: Khan, Jaheer, et al.
Published: (2024)

RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow
by: Yao, Liang, et al.
Published: (2025)

Alpha-wolves and Alpha-mammals: Exploring Dictionary Attacks on Iris Recognition Systems
by: Banerjee, Sudipta, et al.
Published: (2023)

S2Vec: Self-Supervised Geospatial Embeddings for the Built Environment
by: Choudhury, Shushman, et al.
Published: (2025)

Global and Dense Embeddings of Earth: Major TOM Floating in the Latent Space
by: Czerkawski, Mikolaj, et al.
Published: (2024)

EarthEmbeddingExplorer: A Web Application for Cross-Modal Retrieval of Global Satellite Images
by: Zheng, Yijie, et al.
Published: (2026)

egenioussBench: A New Dataset for Geospatial Visual Localisation
by: Fanta-Jende, Phillipp, et al.
Published: (2026)

GeoSANE: Learning Geospatial Representations from Models, Not Data
by: Hanna, Joelle, et al.
Published: (2026)

Cross Pseudo Supervision Framework for Sparsely Labelled Geospatial Images
by: Dixit, Yash, et al.
Published: (2024)

Mixed-View Panorama Synthesis using Geospatially Guided Diffusion
by: Xiong, Zhexiao, et al.
Published: (2024)

Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges
by: Yang, Liling, et al.
Published: (2025)